Estimation of plant water content by spectral absorption features centered at 1,450 nm and 1,940 nm regions

• Published in: Environmental monitoring and assessment Vol. 157; no. 1-4; pp. 459 - 469
• Main Authors: Wang, Jie, Xu, Ruisong, Yang, Shilun
• Format: Journal Article
• Language: English
• Published: Dordrecht Dordrecht : Springer Netherlands 01.10.2009; Springer Netherlands; Springer; Springer Nature B.V
• Subjects: Absorption; Animal, plant and microbial ecology; Applied ecology; Applied sciences; Atmospheric Protection/Air Quality Control/Air Pollution; Band depth of absorption; Biological and medical sciences; Correlation analysis; Earth and Environmental Science; Ecology; Ecotoxicology; Ecotoxicology, biological effects of pollution; Environment; Environmental Management; Environmental monitoring; EWT; Exact sciences and technology; Ferns - metabolism; FMC; Forestry; Fundamental and applied biological sciences. Psychology; Hydrology; Laboratories; Leaves; Moisture content; Moisture stress; Monitoring/Environmental Analysis; Pallets; Pinus - metabolism; Plant biology; Plant Leaves - metabolism; Plants - metabolism; Pollution; Remote sensing; Spectrum Analysis; Studies; Vegetation; Vegetation water content; Water - metabolism; Water content; Water pollution; EWT; FMC; Band depth of absorption; Vegetation water content; Absorption; Water content; Vegetation; Depth
• ISSN: 0167-6369; 1573-2959
• DOI: 10.1007/s10661-008-0548-3

Vegetation water content could possibly provide widespread utility in agriculture, forestry and hydrology. In this article, three species leaves were measured radiometrically in order to determine a relationship between leaf water status and the spectral feature centered at 1,450 and 1,940 nm where there are strong water absorptions. The first step of our research is to measure leaf spectra with a FieldSpec-FR. After the spectral analysis using the continuum removal technique, the spectral absorption feature parameters: absorption band depth (D ₁₄₅₀, D ₁₉₄₀), the normalized band depth of absorption in 1,450 and 1,940 nm (BNA₁₄₅₀, BNA₁₉₄₀), the ratio of the two reflectance of continuum line (R ₁₄₅₀i /R ₁₉₄₀i ), the ratio of the two band depth (D ₁₄₅₀/D ₁₉₄₀) and the ratio of the two absorption areas (A ₁₄₅₀/A ₁₉₄₀) in the two wavebands were extracted from each leaf spectrum. The fuel moisture content (FMC), specific leaf weight (SLW), equivalent water thickness (EWT) were measured for each leaf sample. A correlation analysis was conducted between the spectral absorption feature parameters and corresponding FMC, SLW and EWT. In addition, some existing indices for assessing water status such as WI (water index), WI/NDVI (water index/normalized difference vegetation index), MSI (moisture stress index), NDWI (normalized difference water index)were calculated and the correlation between them and water status were analyzed too. The results by comparing the correlations indicated that the spectral absorption feature indices we proposed were better. The indexes BNA₁₉₄₀, D ₁₄₅₀/D ₁₉₄₀, and A ₁₄₅₀/A ₁₉₄₀ were well correlated with FMC, and the correlation between the indexes D ₁₄₅₀, D ₁₉₄₀, R ₁₄₅₀i /R ₁₉₄₀i and EWT were strong. The index A ₁₄₅₀/A ₁₉₄₀ was tested to be a good indictor for evaluating plant water content, because there was strongest positive correlation between it and FMC than other indices.